fit_predict

crowdkit.aggregation.classification.gold_majority_vote.GoldMajorityVote.fit_predict | Source code

fit_predict(
self,
data: DataFrame,
true_labels: Series
)

Fit the model and return aggregated results.

Parameters Description

ParametersTypeDescription
dataDataFrame

Workers' labeling results. A pandas.DataFrame containing task, worker and label columns.

true_labelsSeries

Tasks' ground truth labels. A pandas.Series indexed by task such that labels.loc[task] is the tasks's ground truth label.

  • Returns:

    Tasks' labels. A pandas.Series indexed by task such that labels.loc[task] is the tasks's most likely true label.

  • Return type:

    Series

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